SOTAVerified

Novel View Synthesis

Synthesize a target image with an arbitrary target camera pose from given source images and their camera poses.

See Wiki for more introductions.

The Synthesis method include: NeRF, MPI and so on.

( Image credit: Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence )

Papers

Showing 551–600 of 1441 papers

TitleStatusHype
GaussianForest: Hierarchical-Hybrid 3D Gaussian Splatting for Compressed Scene ModelingCode0
Modeling Ambient Scene Dynamics for Free-view Synthesis—0
From Chaos to Clarity: 3DGS in the Dark—0
Spatial Annealing for Efficient Few-shot Neural RenderingCode0
Cinematic Gaussians: Real-Time HDR Radiance Fields with Depth of Field—0
Generalizable Human Gaussians from Single-View ImageCode2
Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View SynthesisCode3
RefGaussian: Disentangling Reflections from 3D Gaussian Splatting for Realistic Rendering—0
VCR-GauS: View Consistent Depth-Normal Regularizer for Gaussian Surface Reconstruction—0
Multi-style Neural Radiance Field with AdaINCode0
Gear-NeRF: Free-Viewpoint Rendering and Tracking with Motion-aware Spatio-Temporal SamplingCode1
Flash3D: Feed-Forward Generalisable 3D Scene Reconstruction from a Single ImageCode3
Conv-INR: Convolutional Implicit Neural Representation for Multimodal Visual Signals—0
Encoding Semantic Priors into the Weights of Implicit Neural Representation—0
Coarse-To-Fine Tensor Trains for Compact Visual RepresentationsCode1
Event3DGS: Event-Based 3D Gaussian Splatting for High-Speed Robot Egomotion—0
Dynamic 3D Gaussian Fields for Urban Areas—0
WE-GS: An In-the-wild Efficient 3D Gaussian Representation for Unconstrained Photo Collections—0
Learning Temporally Consistent Video Depth from Video Diffusion Priors—0
RaDe-GS: Rasterizing Depth in Gaussian SplattingCode4
Self-Calibrating 4D Novel View Synthesis from Monocular Videos Using Gaussian SplattingCode0
Efficient Neural Light Fields (ENeLF) for Mobile Devices—0
Bilateral Guided Radiance Field Processing—0
ContextGS: Compact 3D Gaussian Splatting with Anchor Level Context ModelCode2
GS-Phong: Meta-Learned 3D Gaussians for Relightable Novel View SynthesisCode1
GaussianRoom: Improving 3D Gaussian Splatting with SDF Guidance and Monocular Cues for Indoor Scene Reconstruction—0
GaussianPrediction: Dynamic 3D Gaussian Prediction for Motion Extrapolation and Free View Synthesis—0
IReNe: Instant Recoloring of Neural Radiance Fields—0
Uncertainty-guided Optimal Transport in Depth Supervised Sparse-View 3D Gaussian—0
A Pixel Is Worth More Than One 3D Gaussians in Single-View 3D Reconstruction—0
EvaGaussians: Event Stream Assisted Gaussian Splatting from Blurry Images—0
LP-3DGS: Learning to Prune 3D Gaussian Splatting—0
Neural Radiance Fields for Novel View Synthesis in Monocular Gastroscopy—0
Zero-to-Hero: Enhancing Zero-Shot Novel View Synthesis via Attention Map Filtering—0
FreeSplat: Generalizable 3D Gaussian Splatting Towards Free-View Synthesis of Indoor ScenesCode2
Mani-GS: Gaussian Splatting Manipulation with Triangular Mesh—0
RT-GS2: Real-Time Generalizable Semantic Segmentation for 3D Gaussian Representations of Radiance FieldsCode1
NeRAF: 3D Scene Infused Neural Radiance and Acoustic Fields—0
A Refined 3D Gaussian Representation for High-Quality Dynamic Scene Reconstruction—0
SafeguardGS: 3D Gaussian Primitive Pruning While Avoiding Catastrophic Scene DestructionCode1
GFlow: Recovering 4D World from Monocular Video—0
DC-Gaussian: Improving 3D Gaussian Splatting for Reflective Dash Cam VideosCode2
DOF-GS: Adjustable Depth-of-Field 3D Gaussian Splatting for Post-Capture Refocusing, Defocus Rendering and Blur Removal—0
GenWarp: Single Image to Novel Views with Semantic-Preserving Generative WarpingCode3
Feature Splatting for Better Novel View Synthesis with Low OverlapCode1
HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian SplattingCode3
GS-Hider: Hiding Messages into 3D Gaussian Splatting—0
DisC-GS: Discontinuity-aware Gaussian Splatting—0
NVS-Solver: Video Diffusion Model as Zero-Shot Novel View SynthesizerCode3
Generative Camera Dolly: Extreme Monocular Dynamic Novel View Synthesis—0
Show:102550
← PrevPage 12 of 29Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39—Unverified
2JAXNeRFPSNR26.92—Unverified
3K-Planes (hybrid)PSNR26.92—Unverified
4Plenoxels + NeRFLiXPSNR26.9—Unverified
5K-Planes (explicit)PSNR26.78—Unverified
6TensoRFPSNR26.73—Unverified
7NeRFPSNR26.5—Unverified
8PlenoxelsPSNR26.29—Unverified
9HyperReelPSNR26.2—Unverified
10MobileNeRFPSNR25.91—Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFLPIPS0.52—Unverified
2MobileNeRFLPIPS0.47—Unverified
3NeRF++LPIPS0.43—Unverified
4C3DGSLPIPS0.25—Unverified
5Compressed 3D Gaussian SplattingLPIPS0.24—Unverified
6HAC 3DGSLPIPS0.23—Unverified
7Compact3DLPIPS0.23—Unverified
8Self-Organizing GaussiansLPIPS0.22—Unverified
93D Gaussian SplattingLPIPS0.21—Unverified
10LightGaussianLPIPS0.21—Unverified
#ModelMetricClaimedVerifiedStatus
1Deformable Beta SplattingPSNR34.66—Unverified
2Self-Organizing GaussiansPSNR33.7—Unverified
3I-NGPPSNR33.18—Unverified
4TensoRFPSNR33.14—Unverified
5K-Planes (hybrid)PSNR32.36—Unverified
6K-Planes (explicit)PSNR32.21—Unverified
7PlenoxelsPSNR31.71—Unverified
8JAXNeRFPSNR31.65—Unverified
9NeRFPSNR31—Unverified
10MobileNeRFPSNR30.9—Unverified
#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiX++PSNR29.24—Unverified
2TensoRF + NeRFLiXPSNR28.94—Unverified
3Plenoxels + NeRFLiXPSNR28.61—Unverified
4Self-Organizing GaussiansPSNR25.63—Unverified
5HAC 3DGSPSNR24.4—Unverified
6Compact3DPSNR23.47—Unverified
73D Gaussian SplattingPSNR23.14—Unverified
8Mip-NERF 360PSNR19.65—Unverified
9DIVeR + NeRFLiXSSIM0.92—Unverified
10C3DGSPSNR0.23—Unverified
#ModelMetricClaimedVerifiedStatus
1R3F-OracleAverage PSNR (dB)29.34—Unverified
2Zip-NeRFAverage PSNR (dB)26.11—Unverified
3R3FAverage PSNR (dB)24.95—Unverified
4Ray Deformation NetworkAverage PSNR (dB)23.13—Unverified
5Rose-NeRFAverage PSNR (dB)22.86—Unverified
6NeuSAverage PSNR (dB)19.62—Unverified
7SplatfactoAverage PSNR (dB)19.53—Unverified
8TNSRAverage PSNR (dB)18.64—Unverified
#ModelMetricClaimedVerifiedStatus
1HyperReelPSNR35.1—Unverified
2Instant NGPPSNR33.1—Unverified
3AdaNeRFPSNR30.9—Unverified
4NeRFPSNR30.9—Unverified
5DoNeRFPSNR30.8—Unverified
6TermiNeRFPSNR29.8—Unverified
#ModelMetricClaimedVerifiedStatus
1SAX-NeRFPSNR51.37—Unverified
2NAFPSNR38.81—Unverified
3TensoRFPSNR37.67—Unverified
4NeATPSNR36.01—Unverified
5NeRFPSNR32.49—Unverified
6InTomoPSNR31.96—Unverified
#ModelMetricClaimedVerifiedStatus
1Pixel-NeRF (env: Google Scan)PSNR14.59—Unverified
2Pixel-NeRF (env: Bricks)PSNR12.15—Unverified
3Pixel-NeRF (env: ABC)PSNR12.15—Unverified
4Pixel-NeRF (env: Amz. Ber.)PSNR12.13—Unverified
#ModelMetricClaimedVerifiedStatus
13DGEERPSNR31.5—Unverified
23DGUTPSNR30.64—Unverified
3EVERPSNR29.47—Unverified
4FisheyeGSPSNR27.81—Unverified
#ModelMetricClaimedVerifiedStatus
1impl.-nodepthFID42.88—Unverified
2hybridNLL5.34—Unverified
3impl.-catdepthSSIM0.42—Unverified
#ModelMetricClaimedVerifiedStatus
1StereoLayers (8 layers)LPIPS0.11—Unverified
2StereoLayers (2 layers)LPIPS0.1—Unverified
3StereoLayersLPIPS0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1HDR-GSAverage PSNR38.37—Unverified
2HDR-NeRFAverage PSNR36.4—Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFtrinsic FourAverage PSNR27.15—Unverified
2NeRF--Average PSNR23.92—Unverified
#ModelMetricClaimedVerifiedStatus
1HybridFID48.84—Unverified
2Impl.-depthNLL4.84—Unverified
#ModelMetricClaimedVerifiedStatus
1Gear-NeRFPSNR32.21—Unverified
#ModelMetricClaimedVerifiedStatus
1Self-Organizing GaussiansLPIPS0.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.14—Unverified
#ModelMetricClaimedVerifiedStatus
1READAverage PSNR23.28—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.63—Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.02—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.92—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.9—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.7—Unverified